Emmanuel Daucé

29 papers B 9C 1Journal 12Unranked 5
YearRankTypeTitle / Venue / Authors
2024 — conf
Non-instructed Motor Skill Learning in Monkeys: Insights from Deep Reinforcement Learning Models.
SAB
Laurène Carminatti, Lucio Condro, Alexa Riehle, Sonja Grün, Thomas Brochier, Emmanuel Daucé
2024 J jnl
Retinotopic Mapping Enhances the Robustness of Convolutional Neural Networks.
CoRR
Jean-Nicolas Jérémie, Emmanuel Daucé, Laurent U. Perrinet
2023 — conf
Retinotopy Improves the Categorisation and Localisation of Visual Objects in CNNs.
ICANN (1)
Jean-Nicolas Jérémie, Emmanuel Daucé, Laurent U. Perrinet
2022 B conf
Concurrent Credit Assignment for Data-efficient Reinforcement Learning.
IJCNN
Emmanuel Daucé
2022 J jnl
Concurrent Credit Assignment for Data-efficient Reinforcement Learning.
CoRR
Emmanuel Daucé
2022 B conf
What You See Is What You Transform: Foveated Spatial Transformers as a bio-inspired attention mechanism.
IJCNN
Ghassan Dabane, Laurent U. Perrinet, Emmanuel Daucé
2020 — conf
End-Effect Exploration Drive for Effective Motor Learning.
IWAI
Emmanuel Daucé
2020 J jnl
End-Effect Exploration Drive for Effective Motor Learning.
CoRR
Emmanuel Daucé
2020 — conf
Visual Search as Active Inference.
IWAI
Emmanuel Daucé, Laurent Perrinet
2018 J jnl
Active Fovea-Based Vision Through Computationally-Effective Model-Based Prediction.
Frontiers Neurorobotics
Emmanuel Daucé
2017 J jnl
Toward predictive machine learning for active vision.
CoRR
Emmanuel Daucé
2016 — book
Apprentissage et Contrôle dans les Architectures Neuronales. (Learning and Control in Neuronal Architectures).
Emmanuel Daucé
2016 J jnl
Predicting the consequence of action in digital control state spaces.
CoRR
Emmanuel Daucé
2015 J jnl
Multistability in Large Scale Models of Brain Activity.
PLoS Comput. Biol.
Mathieu Golos, Viktor K. Jirsa, Emmanuel Daucé
2015 B conf
Online multiclass learning with "bandit" feedback under a Passive-Aggressive approach.
ESANN
Hongliang Zhong, Emmanuel Daucé, Liva Ralaivola
2015 B conf
Reward-based online learning in non-stationary environments: Adapting a P300-speller with a "backspace" key.
IJCNN
Emmanuel Daucé, Timothée Proix, Liva Ralaivola
2014 B conf
Evidence build-up facilitates on-line adaptivity in dynamic environments: example of the BCI P300-speller.
ESANN
Emmanuel Daucé, Eoin M. Thomas
2014 B conf
Toward STDP-based population action in large networks of spiking neurons.
ESANN
Emmanuel Daucé
2013 B conf
Fast online adaptivity with policy gradient: example of the BCI "P300"-speller.
ESANN
Emmanuel Daucé, Timothée Proix, Liva Ralaivola
2009 — conf
A Model of Neuronal Specialization Using Hebbian Policy-Gradient with "Slow" Noise.
ICANN (1)
Emmanuel Daucé
2008 B conf
Emergence of stimulus-specific synchronous response through STDP in recurrent neural networks.
ESANN
Frédéric Henry, Emmanuel Daucé
2007 J jnl
Temporal pattern identification using spike-timing dependent plasticity.
Neurocomputing
Frédéric Henry, Emmanuel Daucé, Hédi Soula
2002 J jnl
Resonant spatiotemporal learning in large random recurrent networks.
Biol. Cybern.
Emmanuel Daucé, Mathias Quoy, Bernard Doyon
2002 J jnl
Resonant spatiotemporal learning in large random recurrent networks.
Biol. Cybern.
Emmanuel Daucé, Mathias Quoy, Bernard Doyon
2001 C conf
Learning from Chaos: A Model of Dynamical Perception.
ICANN
Emmanuel Daucé
2001 J jnl
Mean-field Theory and Synchronization in Random Recurrent Neural Networks.
Neural Process. Lett.
Emmanuel Daucé, Olivier Moynot, Olivier Pinaud, Manuel Samuelides
2000 — —
Adaptation dynamique et apprentissage dans des réseaux de neurones récurrents aléatoires. (Dynamic adaptation and learning in random recurrent neural networks).
Emmanuel Daucé
1999 B conf
Mean-field equations reveal synchronization in a 2-populations neural network model.
ESANN
Emmanuel Daucé, Olivier Moynot, Olivier Pinaud, Manuel Samuelides, Bernard Doyon
1998 J jnl
Self-organization and dynamics reduction in recurrent networks: stimulus presentation and learning.
Neural Networks
Emmanuel Daucé, Mathias Quoy, Bruno Cessac, Bernard Doyon, Manuel Samuelides